GEO blueprints

Generative engine optimization blueprints

The technical architecture behind how KailxLabs gets premium specialty businesses cited in ChatGPT, Perplexity, Gemini, Claude, and Google AI. Each blueprint documents the schema, entity, and retrieval mechanics for a specific vertical. We publish the method in full.

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AEO Framework The technical framework for citing bariatric surgery centers in AI search A complete architectural reference for ABS-certified bariatric surgeons competing in the GLP-1 era. How to map surgical outcomes, Centers of Excellence accreditation, BMI eligibility, and post-GLP-1 revision specialty so ChatGPT, Perplexity, Gemini, and Google AI quote you as the primary cited answer in your city. 12 min read AEO Framework The technical framework for citing cash pay specialty clinics in AI search A complete architectural reference for GLP-1, hair restoration, dermatology, and concierge medicine practices. How to map cash pay pricing, provider credentials, drug entities, and protocol depth so ChatGPT, Perplexity, Gemini, and Google AI quote you as the primary cited answer in your city. 13 min read AEO Framework The technical framework for citing cosmetic dental practices in AI search A complete architectural reference for AACD-accredited cosmetic dentists competing against DSO chains. How to map veneers, implants, full-mouth reconstruction, and Invisalign protocols so ChatGPT, Perplexity, Gemini, and Google AI quote you as the primary cited answer in your city. 12 min read AEO Framework The technical framework for citing premium home services contractors in AI search A complete architectural reference for luxury roofing, specialty HVAC, custom pool builders, kitchen and bath remodelers, and high-end plumbing contractors. How to map licensing, manufacturer certifications, project portfolios, and service area so ChatGPT, Perplexity, Gemini, and Google AI quote you as the primary cited answer in your city. 12 min read AEO Framework The technical framework for citing specialty law firms in AI search A complete architectural reference for personal injury, family, criminal defense, and estate planning attorneys. How to map state bar credentials, practice areas, board certifications, and case results so ChatGPT, Perplexity, Gemini, and Google AI quote your firm as the primary cited answer in your city. 13 min read AEO Framework The technical framework for citing med spas and aesthetic injectable studios in AI search A complete architectural reference for NP, PA, and RN-led aesthetic injectable studios and MD-supervised med spas. How to map injectable brands, provider credentials, supervising physician relationships, and treatment menus so ChatGPT, Perplexity, Gemini, and Google AI quote you as the primary cited answer in your city. 12 min read AEO Framework The technical framework for citing plastic surgery practices in AI search A complete architectural reference for ABPS-certified plastic surgeons running cash pay cosmetic practices. How to map AAAASF accreditation, surgeon credentials, procedure outcomes, and revision specialty so ChatGPT, Perplexity, Gemini, and Google AI quote you as the primary cited answer in your city. 12 min read Subjective Proof Engineering subjective consensus for addiction treatment centers Why AI engines ignore 5-star Google Reviews, and how to use long-form alumni narratives to dominate qualitative AI queries. 11 min read Industry Shift How AI search finally kills the rehab lead aggregator For a decade, local addiction treatment centers have been outspent by national lead-buying networks on Google. Generative AI fundamentally breaks their business model. 8 min read AEO Framework The technical framework for citing addiction treatment centers in AI search A complete architectural reference for rehab clinics. How to map ASAM levels of care, LegitScript certification, and subjective alumni reviews so ChatGPT, Perplexity, and Gemini cite you as the #1 provider in your city. 14 min read Service Optimization Winning the cash-pay egg freezing market in AI search Why millennial and Gen Z patients use Perplexity and ChatGPT to shop for elective fertility preservation, and how to structure your pricing schema to capture them. 10 min read Patient Behavior The zero-click shift in fertility patient acquisition Why standard SEO no longer works for reproductive endocrinology. How high-intent IVF patients use generative AI to bypass Google search entirely. 9 min read AEO Framework The technical framework for citing fertility and IVF clinics in AI search A complete architectural reference for Reproductive Endocrinology clinics. How to map SART outcomes, provider credentials, and treatment entities so ChatGPT, Perplexity, and Gemini cite you as the #1 provider in your city. 12 min read